Pragmatic consulting for software, cloud & AI.
I help companies build reliable software, design modern cloud infrastructure, and integrate AI into their day-to-day work.
Three focus areas — one shared standard
- S
Software consulting
Architecture reviews, code audits, and targeted support for engineering teams. Pragmatic, focused on what actually moves the needle.
- C
Cloud & Kubernetes
Building and operating cloud infrastructure that fits your team — from managed Kubernetes clusters to a clean GitOps pipeline.
- A
AI integration
Designing and shipping production-grade AI applications with Claude and the Anthropic API — including prompt caching, tool use, and agents.
From the journal
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AI in the daily workflow: where Claude actually saves time
Not every task gets better with AI. An honest accounting of where I use Claude every day — and where I deliberately don't.
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Kubernetes for small teams: pragmatic setups that hold up
Kubernetes has a reputation for crushing small teams under complexity. In practice, even a three-person team can run it reliably — if you know which shortcuts to take.
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Architecture without ceremony: decisions designed to age well
Good architecture documents aren't PowerPoint battles. They're short, dated, and they give the reader two years from now a fair chance.